{"uid":"cap_9hKfUussXXWJX-JDSjL9U","slug":"supplier-qualification-exact-row-deduplication-equal-width-histogram-98c66d66","name":"Supplier Qualification — Exact Row Deduplication + Equal-Width Histogram","description":"Supplier qualification — Exact row deduplication + Equal-width histogram: Exact row deduplication + Equal-width histogram for supplied supplier qualification records (checked_criteria, met_criteria). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-company-02-048?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"bins":{"type":"integer","default":5,"maximum":30,"minimum":1},"rows":{"type":"array","items":{"type":"object","required":["row_id","company_group","date","checked_criteria","met_criteria"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"met_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"company_group":{"type":"string","default":"","maxLength":80},"checked_criteria":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","met_criteria":1,"company_group":"group-a","checked_criteria":10},{"date":"2026-10-02","row_id":"row-2","met_criteria":2,"company_group":"group-b","checked_criteria":20},{"date":"2026-10-03","row_id":"row-3","met_criteria":3,"company_group":"group-a","checked_criteria":15},{"date":"2026-10-04","row_id":"row-4","met_criteria":4,"company_group":"group-b","checked_criteria":30}],"maxItems":200,"minItems":1},"field":{"enum":["checked_criteria","met_criteria"],"type":"string","default":"checked_criteria"}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_LvHxSZpbspwVynNOn4Ri1","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Deduplicates supplier qualification rows exactly and computes an equal-width histogram over checked_criteria or met_criteria for up to 200 records.","exampleAgentPrompt":"Deduplicate my supplier qualification records and give me an equal-width histogram with 10 bins on the checked_criteria field — here are my rows: row-1 (group-a, 2024-01-10, checked=50, met=40), row-2 (group-b, 2024-01-11, checked=80, met=60), row-3 (group-a, 2024-01-10, checked=50, met=40).","exampleUseCases":[{"title":"Supplier compliance distribution analysis","prompt":"I have 150 supplier qualification records with checked_criteria and met_criteria values — can you deduplicate the exact duplicate rows and then show me a histogram with 8 bins for the checked_criteria field so I can see how our suppliers are distributed across compliance levels?"},{"title":"Pre-report data cleaning for procurement team","prompt":"Before I send my quarterly supplier report, please clean up these qualification records by removing any exact duplicates, then give me a 5-bin equal-width histogram on met_criteria so I can see the spread at a glance."},{"title":"Vendor onboarding batch audit","prompt":"I've just imported a batch of 200 vendor qualification entries and some might be duplicated — run exact deduplication on them and generate a 12-bin histogram on the checked_criteria column so I can audit the distribution before approving onboarding."}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing identical rows from the supplied qualification records, and (2) an equal-width histogram over the selected numeric field (checked_criteria or met_criteria) with the specified number of bins, including bin boundaries and frequency counts. Both reports are generated locally from the supplied data with no external lookups.","failureModes":["More than 200 rows submitted — request rejected due to row limit","Invalid date format (not YYYY-MM-DD) causes row validation failure","bins value outside 1–30 range causes parameter rejection","field value not one of 'checked_criteria' or 'met_criteria' causes enum validation error","Null values in the selected histogram field may produce reduced histogram coverage","Empty rows array (minItems:1 not met) causes request failure"],"whenToPreferThis":"Choose this endpoint when you need both exact duplicate removal and a frequency-distribution histogram over supplier qualification numeric fields in a single API call, without requiring any external data enrichment or live lookup. Ideal for batch preprocessing of qualification records before reporting, when row counts are ≤200 and you want two self-contained local analytical outputs for a fixed micro-cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T06:39:53.923Z","isFirstParty":false,"canonicalSlug":"supplier-qualification-exact-row-deduplication-equal-width-histogram-98c66d66"}